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Jan, 2013
BN20网络近似推理中的识别网络
Recognition Networks for Approximate Inference in BN20 Networks
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Quaid Morris
TL;DR
使用识别网络进行贝叶斯网络的近似推理,以实现媲美最先进的近似推理算法,以解决在医学诊断中存在的各种观测偏差。
Abstract
We propose using
recognition networks
for
approximate inference
inBayesian networks (BNs). A recognition network is a multilayerperception (MLP) trained to predict posterior marginals given observedevidence in a
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